Chaotic maps | Computer-assisted proofs

Lorenz system

The Lorenz system is a system of ordinary differential equations first studied by mathematician and meteorologist Edward Lorenz. It is notable for having chaotic solutions for certain parameter values and initial conditions. In particular, the Lorenz attractor is a set of chaotic solutions of the Lorenz system. In popular media the "butterfly effect" stems from the real-world implications of the Lorenz attractor, namely that in a chaotic physical system, in the absence of perfect knowledge of the initial conditions (even the minuscule disturbance of the air due to a butterfly flapping its wings), our ability to predict its future course will always fail. This underscores that physical systems can be completely deterministic and yet still be inherently unpredictable. The shape of the Lorenz attractor itself, when plotted in phase space, may also be seen to resemble a butterfly. (Wikipedia).

Lorenz system
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Lorentz Force

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From playlist Physics

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Magnetism (7 of 13) Lorentz Force on a Charged Particle, Right Hand Rule

Explains how to do determine the direction of the force on a charged particle that is moving through a magnetic field. This force is known as the Lorentz Force. The right hand rule is used to determine the direction of the force. For positively charged particles. Use your right hand and

From playlist Magnets, Magnetism and Charges in Magnetic Fields

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A09 The Hamiltonian

Moving on from Lagrange's equation, I show you how to derive Hamilton's equation.

From playlist Physics ONE

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The Atom A5 The Bohr Model of the Hydrogen Atom

The Bohr model of the atom.

From playlist Physics - The Atom

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Physics - E&M: Maxwell's Equations (1 of 30) What are the Maxwell equations? Introduction

Visit http://ilectureonline.com for more math and science lectures! In this video I will introduction to Maxwell's equations.

From playlist PHYSICS - ELECTRICITY AND MAGNETISM 3

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The Atom A4 The Bohr Model of the Hydrogen Atom

The Bohr model of the atom.

From playlist Physics - The Atom

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The Atom C3 The Pauli Exclusion Principle

The Pauli exclusion principle.

From playlist Physics - The Atom

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The Schrodinger Equation is (Almost) Impossible to Solve.

Sure, the equation is easily solvable for perfect / idealized systems, but almost impossible for any real systems. The Schrodinger equation is the governing equation of quantum mechanics, and determines the relationship between a system, its surroundings, and a system's wave function. Th

From playlist Quantum Physics by Parth G

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Coding Challenge #12: The Lorenz Attractor in Processing

In this coding challenge, I show you how to visualization the Lorenz Attractor in Processing. Code: https://thecodingtrain.com/challenges/12-lorenz-attractor 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/pwr_7FUUq 🎥 Previous video: https://youtu.be/IKB1hWWedMk?

From playlist Coding Challenges

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MAE5790-16 waterwheel equations and Lorenz equations

Analysis of the waterwheel equations. Lorenz equations. Simple properties of the Lorenz system. Volume contraction. Fixed points and their linear stability. Reading: Strogatz, "Nonlinear Dynamics and Chaos", Sections 9.1, 9.2.

From playlist Nonlinear Dynamics and Chaos - Steven Strogatz, Cornell University

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Live Stream #38: Viewer Submitted Questions + the Lorenz System

Live from sfpc.io! In this video, I answer some questions submitted by the viewers, and then I take on a Coding Challenge: The Lorenz System in Processing. 6:50 - Presentation of today's challenge 10:40 - Answering questions in the chat 36:40 - Preparing for the Lorenz System 1:03:20 - Th

From playlist Live Stream Archive

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MAE5790-17 Chaos in the Lorenz equations

Global stability for the origin for r is less than 1. Liapunov function. Boundedness. Hopf bifurcations. No quasiperiodicity. Simulations of the Lorenz system. Stories of how Lorenz made his discovery. Strange attractor and butterfly effect. Exponential divergence of nearby trajectories. L

From playlist Nonlinear Dynamics and Chaos - Steven Strogatz, Cornell University

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MAE5790-18 Strange attractor for the Lorenz equations

Defining attractor, chaos, and strange attractor. Transient chaos in games of chance. Dynamics on the Lorenz attractor. Reduction to a 1-D map: the Lorenz map. Ruling out stable limit cycles for the Lorenz system when r = 28. Cobweb diagrams. Reading: Strogatz, "Nonlinear Dynamics and Ch

From playlist Nonlinear Dynamics and Chaos - Steven Strogatz, Cornell University

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MAE5790-25 Using chaos to send secret messages

Lou Pecora and Tom Carroll's work on synchronized chaos. Proof of synchronization by He and Vaidya, using a Liapunov function. Kevin Cuomo and Alan Oppenheim's approach to sending secret messages with chaos. Secure versus private communications. Anecdotes about Princess Diana, the early da

From playlist Nonlinear Dynamics and Chaos - Steven Strogatz, Cornell University

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MAE5790-24 Hénon map

The Hénon map: a two-dimensional map that sheds light on the fractal structure of strange attractors. Deriving the Hénon map. Analyzing the map. Simulations. Reading: Strogatz, "Nonlinear Dynamics and Chaos", Section 12.2.

From playlist Nonlinear Dynamics and Chaos - Steven Strogatz, Cornell University

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How can climate be predictable if weather is chaotic?

To check out the physics courses that I mentioned (many of which are free!) and to support this channel, go to https://brilliant.org/Sabine/ and create your Brilliant account. The first 200 will get 20% off the annual premium subscription. For more about what the Lorenz attractor teaches

From playlist My Favorites

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Deep Learning of Dynamics and Coordinates with SINDy Autoencoders

This video by Kathleen Champion describes a new approach for simultaneously discovering models and an effective coordinate system using a custom SINDy autoencoder. Paper at PNAS: https://www.pnas.org/content/116/45/22445.abstract Kathleen Champion, Bethany Lusch, J. Nathan Kutz, Steven L

From playlist Research Abstracts from Brunton Lab

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The Atom C2 The Pauli Exclusion Principle

The Pauli exclusion principle.

From playlist Physics - The Atom

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MAE5790-23 Fractals and the geometry of strange attractors

Analogy to making pastry. The geometry underlying chaos: Stretching, folding, and reinjection of phase space. The same process generates the fractal microstructure of strange attractors. Rössler attractor. Visualizing a strange attractor as an "infinite complex of surfaces" (in the words o

From playlist Nonlinear Dynamics and Chaos - Steven Strogatz, Cornell University

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What is general relativity?

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From playlist Science Unplugged: General Relativity

Related pages

Tent map | Galerkin method | Attractor | Butterfly effect | List of chaotic maps | Malkus waterwheel | Three-dimensional space | Phase space | Lyapunov dimension | Torus knot | Rayleigh number | Lorenz 96 model | Ordinary differential equation | Smale's problems | Chaos theory | Eden's conjecture | Pitchfork bifurcation | Hidden attractor | Hopf bifurcation | Correlation dimension | Normal form (dynamical systems) | Poincaré plot | Hausdorff dimension | Fractal | Interval arithmetic | Edward Norton Lorenz